IEEE

Naïve Bayes Approach for Word Sense Disambiguation System With a Focus on Parts-of-Speech Ambiguity Resolution

Abstract: Natural languages are written and spoken languages, and NLP (Natural Language Processing) is the ability of a computer program to recognize both written and spoken languages. Word Sense ...
Frontiers

Posterior averaging with Gaussian naive Bayes and the R package RandomGaussianNB for big-data classification

Department of Mathematics and Statistics, Faculty of Science and Technology, Thammasat University, Khlong Luang, Pathum Thani, Thailand RandomGaussianNB is an open-source R package implementing the ...
GitHub

Add class_weight support to Naive Bayes models (GaussianNB, MultinomialNB, BernoulliNB)

Naive Bayes classifiers (GaussianNB, MultinomialNB, BernoulliNB, ComplementNB, CategoricalNB) currently do not support the class_weight parameter, while almost all other scikit-learn classifiers do.
Scientific Research Publishing

Comparative Analysis of Neural Networks and Naive Bayes for Multilingual Text Identification ()

1 Department of Computer Science, Rochester Institute of Technology, Rochester, USA. 2 Department of Computer Science, Rutgers University, New Brunswick, USA. Language identification is a fundamental ...
IEEE

A non-parametric mixture of Gaussian naive Bayes classifiers based on local independent features

Abstract: The naive Bayes is one of the useful classification techniques in data mining and machine learning. Although naive Bayes learners are efficient, they suffer from the weak assumption of ...
Hacker

Overview of Machine Learning Classifiers Used in Readmission Prediction

A suite of ML models—Logistic Regression, Random Forest, KNN, SVM, Gaussian Naive Bayes—was used to predict patient readmission. (1) Rasoul Samani, School of Electrical and Computer Engineering, ...
Frontiers

Binary and multiclass malware classification of windows portable executable using classic machine learning and deep learning

1 Department of Computer Studies, Arab Open University, Riyadh, Saudi Arabia 2 Department of Computer Sciences, ISSAT, University of Gafsa, Gafsa, Tunisia Cybersecurity has become a significant ...